Scholars

Professor

Positions:

Professor, Science (Qatar), Texas A&M University at Qatar

overview

His research fields include neuromorphic computing, neural networks, fuzzy systems, smart grid, computational intelligence, intelligent control, nonlinear systems, cybersecurity and optimization.

education and training

Ph.D. in , Texas A&M University - (College Station, Texas, United States) 2002
M.S. in , Sichuan University - (Chengdu, China) 1993
B.S. in , Southwest University - (Chongqing, China) 1990

selected publications

Academic Articles860

Zhou, X., Tang, Z., Wang, N., Yang, C., & Huang, T. (2024). A novel state transition algorithm with adaptive fuzzy penalty for multi-constraint UAV path planning. Expert Systems With Applications. 248, 123481-123481.
Zhang, F., Huang, T., Wu, A., & Zeng, Z. (2024). Mittag-Leffler stability and application of delayed fractional-order competitive neural networks.. Neural Networks. 179, 106501-106501.
Sheng, Z., Cao, Y., Yang, Y., Feng, Z., Shi, K., Huang, T., & Wen, S. (2024). Residual Temporal Convolutional Network With Dual Attention Mechanism for Multilead-Time Interpretable Runoff Forecasting.. IEEE Transactions on Neural Networks and Learning Systems. PP(99), 1-15.
Zhao, Y., He, X., Zhou, M., & Huang, T. (2024). Accelerated Primal-Dual Projection Neurodynamic Approach With Time Scaling for Linear and Set Constrained Convex Optimization Problems. IEEE/CAA Journal of Automatica Sinica. 11(6), 1485-1498.
Chen, T., Wang, L., Li, J., Duan, S., & Huang, T. (2024). Improving Spiking Neural Network With Frequency Adaptation for Image Classification. IEEE Transactions on Cognitive and Developmental Systems. 16(3), 864-876.

Books1

Wang, J., Wu, H., Huang, T., & Ren, S. (2018). Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms. Springer Nature.

Chapters1

Wang, J., Wu, H., Huang, T., & Ren, S. (2018). Pinning Control Strategies for Synchronization of CRDNNs. ANALYSIS AND CONTROL OF COUPLED NEURAL NETWORKS WITH REACTION-DIFFUSION TERMS. 13-38. Springer Singapore.

Conference Papers68

Wang, Z., Wu, H., & Huang, T. (2020). Sampled-Data Observer Design for Space-Varying Distributed Parameter Systems. 2020 39th Chinese Control Conference (CCC). 00, 1289-1293.
Chen, J., Chen, B., Huang, T., Zeng, Z., & Jiang, P. (2019). Containment Control of Linear Multi-Agent Systems with Self-Feedback via Aperiodic Sampling. 2019 9th International Conference on Information Science and Technology (ICIST). 00, 380-384.
Zhai, Y. u., Mu, N., Liao, X., Le, J., & Huang, T. (2019). Unit Commitment Problem Using An Efficient PSO Based Algorithm. 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI). 00, 320-324.

SDG 7
Lv, Y., Zhou, J., Fu, J., Wen, G., & Huang, T. (2019). Consensus of Multiple Lur'e Systems for Directed Communication Graphs with Distributed Adaptive Relative Output Feedback Protocol. 2019 IEEE International Conference on Industrial Technology (ICIT). 00, 1430-1435.
Xiao, Q., Huang, T., & Zeng, Z. (2019). Global Stabilization for Delayed Fuzzy Inertial Neural Networks. Lecture Notes in Computer Science. 11555, 62-69.